Data Science Training by Industry Experts
Become a Data Science Professional with Hands-On Learning
Become a Data Science Professional with Hands-On Learning Data Science Training Program, designed to equip you with the skills and tools needed to analyze, interpret, and extract actionable insights from data. Learn Python, R, machine learning, statistics, and AI techniques from experienced instructors through practical, real-world projects.
Why Pursue Data Science?
- Booming Demand: Data Science is among the most sought-after and highest-paying fields today.
- Transformative Skills: Data-driven decisions are reshaping industries like healthcare, finance, and e-commerce.
- Innovation at Scale: Work on cutting-edge AI and machine learning technologies.
- Global Opportunities: Data Science expertise is in demand worldwide.
Why Choose Our Training?
- Expert Instructors: Training led by data science professionals with extensive industry experience.
- Comprehensive Curriculum: Covers Python, R, Machine Learning, Deep Learning, and Data Visualization.
- Real-World Projects: Hands-on practice with datasets from various industries.
- Certification Support: Guidance to achieve globally recognized certifications like TensorFlow, AWS Machine Learning, and more.
- Placement Assistance: Resume building, mock interviews, and job referrals
Course Synopsis
- Duration: 12 Weeks (Weekday and Weekend Batches Available)
- Mode: Online / Classroom
- Level: Intermediate to Advanced
- Prerequisites:Basic programming knowledge is recommended but not mandatory.
Prerequisites
- Familiarity with programming basics (Python preferred).
- A keen interest in analytics and problem-solving.
- Understanding of basic mathematics and statistics is advantageous.
Course Content
1. Introduction to Data Science
- Overview of Data Science and Its Applications
- Data Science Lifecycle
- Tools and Technologies in Data Science
2. Programming for Data Science
- Python: Data Structures, Functions, and Libraries (NumPy, Pandas)
- R: Data Manipulation and Statistical Computing
- Introduction to SQL for Database Management
3. Data Wrangling and Cleaning
- Data Preprocessing Techniques
- Handling Missing Data and Outliers
- Exploratory Data Analysis (EDA)
4. Data Visualization
- Creating Visuals with Matplotlib, Seaborn, and Plotly
- Data Storytelling with Tableau and Power BI
- Best Practices for Effective Visual Communication
5. Statistics and Probability
- Descriptive and Inferential Statistics
- Hypothesis Testing and Confidence Intervals
- Probability Distributions and Sampling Techniques
6. Machine Learning
- Supervised Learning: Linear Regression, Logistic Regression, Decision Trees, Random Forests
- Unsupervised Learning: Clustering, PCA, Dimensionality Reduction
- Model Evaluation Metrics and Hyperparameter Tuning
7. Deep Learning and AI
- Introduction to Neural Networks
- Building Models with TensorFlow and Keras
- Natural Language Processing (NLP) Basics
- Computer Vision Applications
8. Big Data Analytics
- Introduction to Hadoop and Spark
- Processing Big Data with PySpark
- Real-Time Data Analysis
9. Advanced Topics
- Time Series Analysis
- Recommender Systems
- Introduction to Reinforcement Learning
10. Capstone Projects
- Project 1: Customer Segmentation Using Clustering Techniques
- Project 2: Predicting Stock Market Trends with Machine Learning
- Project 3: Sentiment Analysis on Social Media Data
Placement Assistance
We provide dedicated placement support, including:
- Personalized resume building for data science roles.
- Mock interviews conducted by industry professionals.
- Job referrals to leading companies in data-driven domains.
Who Should Enroll?
- Aspiring data scientists and analysts.
- IT professionals looking to transition into data-driven roles.
- Graduates seeking a career in data science.
- Entrepreneurs aiming to leverage data for business decisions.
Certification
Earn a Certificate of Completion and get prepared for globally recognized certifications such as:
- TensorFlow Developer Certificate
- AWS Certified Machine Learning – Specialty
- Microsoft Certified: Data Scientist Associate
Download Detailed Course Content
Upcoming Batches
- Classroom Batch: Click Here
- Online Batch: Click Here
Enroll Now!
Kickstart your career in Data Science. Seats are limited
– Register today!
Sri Krishna Dasari
"From Python programming to machine learning models, this course covers everything. The career support team at SAAGTech helped me secure my dream job."